{"id":4603,"date":"2014-12-23T00:37:15","date_gmt":"2014-12-23T00:37:15","guid":{"rendered":"http:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=4603"},"modified":"2014-12-23T15:55:41","modified_gmt":"2014-12-23T15:55:41","slug":"4-data-management-needs-fraud-detection","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/4-data-management-needs-fraud-detection\/4603\/","title":{"rendered":"4 Data Management Needs for Fraud Detection"},"content":{"rendered":"Efforts are hampered by multiple legacy applications, systems segregated by line of business, disparate SIU case-management systems, and third-party vendor systems that house critical data. A recent report by the Coalition Against Insurance Fraud suggests that insurers are pursuing predictive analytics and other fraud detection technology with added vigor. In fact, 95% of survey respondents said that they use anti-fraud technology, an increase from 88% in 2012. But insurers cited data integration and poor data quality as a major challenge in implementing anti-fraud technology. Many projects get off track before they even get started because of data access <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/4-data-management-needs-fraud-detection\/4603\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Efforts are hampered by multiple legacy applications, systems segregated by line of business, disparate SIU case-management systems, and third-party vendor systems that house critical data. A recent report by the Coalition Against Insurance Fraud suggests that insurers are pursuing predictive analytics and other fraud detection technology with added vigor. In fact, 95% of survey respondents [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11],"tags":[],"class_list":["post-4603","post","type-post","status-publish","format-standard","hentry","category-industry-news"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/4603","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=4603"}],"version-history":[{"count":2,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/4603\/revisions"}],"predecessor-version":[{"id":4605,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/4603\/revisions\/4605"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=4603"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=4603"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=4603"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}